Pyomo — Optimization Modeling in Python. 2nd ed. 2017

種類:

電子ブック

責任表示:

by William E. Hart, Carl D. Laird, Jean-Paul Watson, David L. Woodruff, Gabriel A. Hackebeil, Bethany L. Nicholson, John D. Siirola

出版情報:

Cham : Springer International Publishing : Imprint: Springer, 2017

著者名:

Hart, William E.

Laird, Carl D.

Watson, Jean-Paul.

Woodruff, David L.

Hackebeil, Gabriel A.

Nicholson, Bethany L.

Siirola, John D.

SpringerLink (Online service)

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シリーズ名:

Springer Optimization and Its Applications ; 67

ISBN:

9783319588216 [3319588214]    

注記:

1. Introduction -- Part I. An Introduction to Pyomo -- 2. Mathematical Modeling and Optimization -- 3. Pyomo Overview -- 4. Pyomo Models and Components -- 5. The Pyomo Command -- 6. Data Command Files -- Part II. Advanced Features and Extensions -- 7. Nonlinear Programming with Pyomo -- 8. Structured Modeling with Blocks -- 9. Generalized Disjunctive Programming -- 10. Stochastic Programming Extensions -- 11. Differential Algebraic Equations -- 12. Mathematical Programs with Equilibrium Constraints -- 13. Bilevel Programming -- 14. Scripting -- A. A Brief Python Tutorial -- Index.
This book provides a complete and comprehensive guide to Pyomo (Python Optimization Modeling Objects) for beginning and advanced modelers, including students at the undergraduate and graduate levels, academic researchers, and practitioners. Using many examples to illustrate the different techniques useful for formulating models, this text beautifully elucidates the breadth of modeling capabilities that are supported by Pyomo and its handling of complex real-world applications. This second edition provides an expanded presentation of Pyomo’s modeling capabilities, providing a broader description of the software that will enable the user to develop and optimize models. Introductory chapters have been revised to extend tutorials; chapters that discuss advanced features now include the new functionalities added to Pyomo since the first edition including generalized disjunctive programming, mathematical programming with equilibrium constraints, and bilevel programming. Pyomo is an open source software package for

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